{"id":"W2156573513","doi":"10.1136/jech.2010.120956.42","title":"042 Lifecourse predictors of adult parenchymal breast tissue density: results from the Newcastle Thousand Families Study","year":2010,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Nova Scotia; Dalhousie University","funders":"","keywords":"Medicine; Menarche; Family history; Body mass index; Cohort; Cohort study; Demography; Breast cancer; Pregnancy; Breast cancer screening; Young adult; Live birth; Logistic regression; Obstetrics; Pediatrics; Gerontology; Mammography; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008554649,0.0002001207,0.0002825336,0.0007122064,0.0004546374,0.0005393858,0.0005503881,0.0003810663,0.003030049],"category_scores_gemma":[0.002702856,0.0003677757,0.0009667068,0.0008145451,0.0002162177,0.000347988,0.0008348854,0.0004434861,0.0005008603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006301963,"about_ca_system_score_gemma":0.000574577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1796443,"about_ca_topic_score_gemma":0.2558414,"domain_scores_codex":[0.9993739,0.0001513952,0.00008719735,0.0001294231,0.0001540485,0.0001040984],"domain_scores_gemma":[0.9980158,0.0003358726,0.000685452,0.0002527553,0.0003160027,0.0003942289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008159809,0.00001116949,0.9985117,0.00001886039,0.00006722178,0.00005350981,0.0002349029,0.00001396153,0.00007034315,0.00001030968,0.0002554566,0.0006710312],"study_design_scores_gemma":[0.000002543773,0.00001131302,0.9996916,0.000006464938,0.00001280326,0.00002718063,0.0001240863,0.00001743459,0.000007734515,0.000002942266,0.00009419324,0.000001703907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955236,0.0003860137,0.00006213331,0.00006031035,0.000007498093,0.00001434442,0.003158792,0.000002985418,0.0007842807],"genre_scores_gemma":[0.9967591,0.0001302162,0.0001043611,0.00003207725,0.000004701018,0.00003169172,0.002135739,0.000004698552,0.0007973908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1796443,"threshold_uncertainty_score":0.3571972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07174539765586739,"score_gpt":0.4009220846608368,"score_spread":0.3291766870049694,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}